• Title/Summary/Keyword: Vehicle safety

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Stochastic Model Predictive Control for Stop Maneuver of Autonomous Vehicles under Perception Uncertainty (자율주행 자동차 정지 거동에서의 인지 불확실성을 고려한 확률적 모델 예측 제어)

  • Sangyoon, Kim;Ara, Jo;Kyongsu, Yi
    • Journal of Auto-vehicle Safety Association
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    • v.14 no.4
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    • pp.35-42
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    • 2022
  • This paper presents a stochastic model predictive control (SMPC) for stop maneuver of autonomous vehicles considering perception uncertainty of stopped vehicle. The vehicle longitudinal motion should achieve both driving comfortability and safety. The comfortable stop maneuver can be performed by mimicking acceleration profile of human driving pattern. In order to implement human-like stop motion, we propose a reference safe inter-distance and velocity model for the longitudinal control system. The SMPC is used to track the reference model which contains the position uncertainty of preceding vehicle as a chance constraint. We conduct simulation studies of deceleration scenarios against stopped vehicle in urban environment. The test results show that proposed SMPC can execute comfortable stop maneuver and guarantee safety simultaneously.

EPLA(Electric Park Lock Actuator) System Safety Design Based on Vehicle Functional Safety Standard ISO 26262

  • Eun-Hye Shin;Hyun-Hee Kim;Kyung-Chang Lee
    • Journal of the Korean Society of Industry Convergence
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    • v.26 no.2_1
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    • pp.239-248
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    • 2023
  • In this paper, we conduct a study on the design that can secure the safety of the EPLA system by performing safety activities based on the ISO 26262 standard for vehicle functional safety. In the case of a company developing a detailed system, it is responsible for verification through hardware design and safety analysis in the overall flow of safety activities, and safety analysis according to the ASIL safety level must be properly performed. At this time, there are cases where the safety goal quantitative metric value suggested by the ISO 26262 standard cannot be satisfied only by the hardware design of the basic function, so it is necessary to design and install the safety mechanism. Based on ISO 26262 safety activities, it is possible to derive an effective design plan through hardware safety analysis.

AEBS Evaluation Scenario Including Cut in Situation (끼어들기 상황에서의 자동비상제동장치 평가 시나리오 개발)

  • Park, M.Y.;Park, Y.G.;Lee, E.D.;Shin, J.G.;Jeong, J.I.
    • Journal of Auto-vehicle Safety Association
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    • v.9 no.3
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    • pp.46-52
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    • 2017
  • In this study, safety evaluation scenarios on "cut-in" situation are presented to assess the performance of automatic emergency braking systems. The ASSESS project in EU is surveyed for derive efficient test scenarios for cut-in situation. The TASS database are also analyzed to find representative accident scenarios in Korea. With the results of the ASSESS and TASS, the safety evaluation scenarios in cut-in situations are suggested and the scenarios are tested with simulation software PRESCAN.

Development of Unmanned Vehicles System for Waste Collection Considering Worker Safety (작업자 안전을 고려한 무인 폐기물 수거차 시스템 개발)

  • Jung, Mingwon;Kim, Sangho;Lee, Sangmoo;Won, Daehee;So, Byungrok;Lee, Sangjun
    • The Journal of Korea Robotics Society
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    • v.17 no.4
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    • pp.477-483
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    • 2022
  • In this paper, we propose waste collection vehicle system with a safety device for worker safety and an autonomous driving function. The steering system is applied as MDPS (Motor Drive Power Steering) system to control the waste collection vehicle of the internal combustion engine. Safety-related errors is prevented through redundancy brake of the integrated system and the control braking system. In order to ensure safety between workers and waste collection vehicles, work guidelines and safety devices for emergency stop in case of danger are applied to vehicles. In addition, this research is conducted on improving the working efficiency through vehicle condition monitoring system and a short-range control system for field test. This research is aimed to secure stability through demonstration and contribute to the industrialization of unmanned waste collection vehicles.

Analysis of Active Safety System and UWB Radar Technology for Vehicle (이동 객체용 능동 안전시스템 및 UWB 레이더 기술 분석)

  • Kim, Sang-Dong;Lee, Jong-Hun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.3 no.3
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    • pp.167-174
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    • 2008
  • This paper presents the technology trend of various active safety systems for vehicle. The safety system is applied to various industry fields and is expected to be spread all over the market. So far, good examples of the developed active safety systems are ACC(Adaptive Cruise Control), CMS(Collision Mitigation Systems) and APSS(Active Pedestrian Safety Systems). And, a basic operation principle, system model and detection performance in a UWB radar for vehicle is investigated.

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Proactive Longitudinal Motion Planning for Improving Safety of Automated Bus using Chance-constrained MPC with V2V Communication (자율주행 버스의 주행 안전을 위한 차량 간 통신 및 모델 예측 제어 기반 종 방향 거동 계획)

  • Ara Jo;Michael Jinsoo Yoo;Jisub Kwak;Woojin Kwon;Kyongsu Yi
    • Journal of Auto-vehicle Safety Association
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    • v.15 no.4
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    • pp.16-22
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    • 2023
  • This paper presents a proactive longitudinal motion planning algorithm for improving the safety of an automated bus. Since the field of view (FOV) of the autonomous vehicle was limited depending on onboard sensors' performance and surrounding environments, it was necessary to implement vehicle-to-vehicle (V2V) communication for overcoming the limitation. After a virtual V2V-equipped target was constructed considering information obtained from V2V communication, the reference motion of the ego vehicle was determined by considering the state of both the V2V-equipped target and the sensor-detected target. Model predictive control (MPC) was implemented to calculate the optimal motion considering the reference motion and the chance constraint, which was deduced from manual driving data. The improvement in driving safety was confirmed through vehicle tests along actual urban roads.

Crashworthiness Analysis of the Urban Maglev Vehicle according to Korean Railway Safety Law and Urban Transit Safety Law (철도안전법과 도시철도안전법을 적용한 도시형 자기부상열차의 충돌안전도 해석)

  • Lee, Hyun-Cheol;Koo, Jeong-Seo
    • Transactions of the Korean Society of Automotive Engineers
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    • v.17 no.5
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    • pp.115-126
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    • 2009
  • This paper studied on the application of the crashworthiness regulations of Korean Railway Safety Law and Urban Transit Safety Law to the urban Maglev vehicle of KIMM. The Urban Maglev vehicle has to comply with the crashworthiness regulations for urban transit vehicles. The collision load cases have been simulated by using explicit finite element analysis. From the numerical results, the crashworthiness regulations of the Urban Transit Safety Law were completely satisfied, but maximum crash pulse requirement in 25 km/h crash event and no plastic deformation requirement in 10 km/h crash event in the Korean Railway Safety Law were not. If a commercial urban Maglev vehicle is developed in the near future, it is necessary that some soft buffing and energy absorbing devices are adopted in its front end so as to satisfy the crashworthiness regulations of the Korean Railway Safety Law.

Running Safety Analysis of Railway Vehicle depending on Rail Inclination Change on Actual Track of Subway Line No.3 in Seoul (3호선 실제선로 조건에서의 레일경좌 변화에 따른 철도차량 주행안전성 해석)

  • Kim, Tae Geon;Lee, Hi Sung
    • Journal of the Korean Society of Safety
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    • v.31 no.3
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    • pp.130-135
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    • 2016
  • It is very hard to analyze the train derailment safety quantitatively at the curved section because of the diversified affect parameters including the complex interaction between wheel and rail, the train conditions such as the shape of wheel, suspension system, the track conditions such as the radius of curve, cant, transition curve, and the operation conditions, etc. Two major factors related to the running safety of railway vehicle are classified as the railway vehicle and the track condition. In this study, when the railway vehicle passing through curves of actual track condition of subway line NO.3 in seoul ($Yeonsinnae{\leftrightarrow}Gupabal$), the effect that has influence on running safety depending on rail inclination. The analysis result of 1/40 rail inclination condition is more favorable on running safety than other rail inclination conditions because derailment coefficient and wheel unloading ratio are the lowest.

Safety Performance Evaluation Scenarios for Extraordinary Service Permission of Autonomous Vehicle (자율주행 자동차 임시운행 허가를 위한 안전 성능 평가 시나리오)

  • Chae, Heungseok;Jeong, Yonghwan;Yi, Kyongsu;Choi, Inseong;Min, Kyongchan
    • Transactions of the Korean Society of Automotive Engineers
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    • v.24 no.5
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    • pp.495-503
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    • 2016
  • Regulation for the testing and operation of autonomous vehicles on public roadways has been recently developed all over the world. For example, the licensing standards and the evaluation technology for autonomous vehicles have been proposed in California, Nevada and EU. But specific safety evaluation scenarios for autonomous vehicles have not been proposed yet. This paper presents safety evaluation scenarios for extraordinary service permission of autonomous vehicles on highways. A total of five scenarios are selected in consideration of safety priority and real traffic situation. These scenarios are developed based on existing ADAS evaluation and simulation of autonomous vehicle algorithm. Also, Safety evaluation factors are developed based on ISO requirements, other papers and the current traffic regulations. These scenarios are investigated via computer simulation.

A Study on Evaluation Method of the HDA Test in Domestic Road Environment (국내도로 환경에서의 HDA 시험평가 방법에 관한 연구)

  • Bae, Geon Hwan;Kim, Bong Ju;Lee, Seon Bong
    • Journal of Auto-vehicle Safety Association
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    • v.11 no.4
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    • pp.39-49
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    • 2019
  • Autonomous vehicle is a car which drives itself without any human interaction. SAE provides technical definitions for autonomous and international standards for test evaluation. Accordingly, automobile industry is actively researching development and evaluation of various ADAS (Advanced Driver Assistance Systems), : representative technology of autonomous technology. Recently, ADAS is in the commercialization level such as ACC, LKAS, AEB, and HDA etc. And it also has issues about safety evaluation. The purpose of HDA in ADAS is reduced the driving load on highway. It has a function which can maintain lane keeping and control distance from forward vehicle. This function is evaluated to be useful for accident prevention. Therefore, this paper proposes the safety evaluation scenario of HDA, considering the domestic highway design criteria and the situation that may arise on the actual highway. We compared and analyzed the data acquired through simulation and actual vehicle test. And verified the reliability of the proposed safety evaluation scenario. The verified result is expected safety evaluation of HDA is possible even under the bad condition, which cannot be tested.